Shun-Pin(Ben), Yeh

基本資訊 / Basic Information

學歷 / Education

國立台東大學 綠色與資訊科技學士學位學程 2020/09~2024/06

National Taitung University, Bachelor's Degree in Green Science and Information Technology, 2020/09~2024/06

經歷 / Experience

加入「智慧控制實驗室」 2021/01~現在

Joined "Intelligent Control Laboratory" 2021/01~now

  • 研究四軸無人機控制器、強化學習，並發表多篇研討會論文
  • Researched quadcopter controllers and reinforcement learning, and published multiple conference papers

參與「BOSS計畫(模擬創業)」 2022/10~2023/04

Participated in "BOSS Project (Simulated Entrepreneurship)" 2022/10~2023/04

  • 具備基本的市場分析和行銷實作經驗
  • Basic understanding and practical experience in market analysis and marketing

擔任「智慧綠色科技控制」課程助教 2022/02~2022/06

Served as Teaching Assistant for "Intelligent Green Technology Control" course 2022/02~2022/06

  • 分享與無人機和群體飛行相關的實務操作和演算法
  • Shared practical operations and algorithms related to drones and swarm flight

研究發表 / Research Publications

  1. "Design of Reinforcement Learning Controller for Quadcopter in Flight Environment with Random Disturbance," Green Science＆Technology Journal, May. 2023
  2. "Performance Evaluation of Proximal Policy Optimization Algorithm in Controlling Quadcopters," 2023 International Symposium on Computer, Consumer and Control (IS3C2023) (已接受 / Accepted)
  3. "Analysis of Various Control Strategies for Indoor Quadcopter Applications," 2023 Conference of Research and Development in Technology Education (2023 CRDTE)
  4. "Impact of control strategies on altitude control in indoor quadcopter," 2022 IET International Conference on Engineering Technologies and Applications (IET ICETA2022)
  5. "混合式ZN-Fuzzy PID控制器調整策略並應用於四軸飛行器之精密姿態控制," Conference on Precision Machinery and Manufacturing Technology 2022 (PMMT2022)
  6. "Hybrid ZN-Fuzzy PID controller tuning strategy and its application in precise attitude control of quadcopters," Conference on Precision Machinery and Manufacturing Technology 2022 (PMMT2022)
  7. "四軸無人機之控制器設計與姿態模擬," The Information Technology and Applications Conference 2021 (ITAC 2021)
  8. "Controller Design and Attitude Simulation of Quadcopters," The Information Technology and Applications Conference 2021 (ITAC 2021)

專業技能 / Professional Skills

工具

Tools

MATLAB/Simulink, MySQL, Python, Git, R, MS Office, C#, JavaScript, Kotlin

領域

Domains

強化學習、機器學習、控制系統、數據分析、金融分析、資料庫設計、資料探勘、爬蟲

Reinforcement Learning, Machine Learning, Control Systems, Data Analysis, Financial Analysis, Database Design, Data Mining, Web Scraping

個人實作專案 / Personal Projects

  1. 網路爬蟲: 爬取各大社群內容及股票等金融資訊
  2. Web Scraping: Gathering content and financial information from various online communities
  3. 影音串流平台資料分析: 使用R分析Netflix、Hulu、Disney+及Amazon Prime Video
  4. Streaming Platform Data Analysis: Analyzing Netflix, Hulu, Disney+, and Amazon Prime Video using R
  5. 股票自動交易及回測，分析策略優劣
  6. Automated Stock Trading and Backtesting, analyzing strategy effectiveness